Project Lens is an alpha-level demo. The data sets are incomplete and imbalanced and algorithm parameters are being tuned. Results should thus be considered directional. Want to provide feedback, request features, or collaborate?

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Book

vs. Baseline Lens Category
29.4x Reuters Journalism
19.7x Black Lives Matter Culture and Political Economy
13.9x Peterson Institute for International Economics Think Tanks
8.4x Wall Street Journal Journalism
7.1x Center for American Progress Think Tanks
6.9x Brookings Think Tanks
3.9x Moderate Conservatism Culture and Political Economy
2.6x New Yorker Journalism
2.5x Homebrew Venture Capital
2.1x Rust Software Engineering
2.1x Non-Fungible Tokens (NFTs) Crypto
2.1x Schumacher Circle Culture and Political Economy
2.1x Eurasia Group Think Tanks
1.7x Extinction Rebellion Culture and Political Economy
1.6x Persuasion Community Culture and Political Economy
1.6x The Atlantic Journalism
1.5x Washington Post Journalism
1.2x The New York Post Journalism
1.1x Think Tanks system
1.1x Hudson Institute Think Tanks
1.0x Baseline system
0.9x Council on Foreign Relations Think Tanks
0.7x Biotech Science
0.6x Reality-Based Community system
0.5x The New York Times Journalism
0.5x Harper's Open Letter Culture and Political Economy
0.5x Environmental Defense Fund Culture and Political Economy
0.4x Bloomberg Opinion Journalism
0.4x Electronic Privacy Information Center (EPIC) Culture and Political Economy
0.4x Columbia SIPA Center for Energy Policy Think Tanks
0.4x Polkadot Crypto
0.3x Sierra Clib Culture and Political Economy
0.3x Ecosocialism Culture and Political Economy
0.3x Anarachists Culture and Political Economy
0.3x VICE Journalism
0.3x Asia Society Policy Institute Think Tanks
0.3x Founders Informal Community
0.2x Adam Smith Institute Think Tanks
0.2x Index Ventures Venture Capital
0.2x The Dispatch Journalism
0.2x Newsmax Journalism
0.2x Financial Times Journalism
0.2x Decentralized Autonomous Organizations (DAOs) Crypto
0.2x The Economist Journalism
0.2x CNBC Journalism
0.1x Techcrunch Journalism
0.1x Philosophy Twitter Science
0.1x The Los Angeles Times Journalism
0.1x Decentralized Finance (DeFi) Crypto
0.1x Zig Software Engineering
0.1x EFF Culture and Political Economy
0.1x 350.org Culture and Political Economy
0.1x Cosmos Crypto
0.1x Heritage Foundation Think Tanks
0.1x Accel Venture Capital
0.1x Epidimiology Twitter Science
0.1x Bessemer Venture Capital
0.1x Foundation Against Intolerance and Racism Culture and Political Economy
0.1x Intergovernmental Panel on Climate Change (IPCC) Science
0.1x Wired Journalism
0.1x Crypto Angels Crypto
0.1x Decentralized Web Crypto
0.1x Existential Risks Culture and Political Economy
0.1x RAND Corporation Think Tanks
0.1x Environmental Journalists Culture and Political Economy
0.1x Crypto Political Economy Crypto
0.1x Crypto Investing Crypto
0.1x Stat News Journalism
0.1x OANN Journalism
0.1x Climate Solutions Culture and Political Economy
0.1x BuzzFeed Journalism
0.1x Standard Crypto Venture Capital
0.1x The Verge Journalism
0.1x Belfer Center Think Tanks
0.1x Atlantic Council Think Tanks
0.0x Crypto Infrastructure Crypto
0.0x Urban Institute Think Tanks
0.0x IDEO Founder Collective Crypto
0.0x Berggruen Institute Think Tanks
0.0x Crypto Journalists Crypto
0.0x The Information Journalism
0.0x Niskanen Center Think Tanks
0.0x Foreign Policy Journalism
0.0x Sequioa Venture Capital
0.0x Fair Vote Culture and Political Economy
0.0x The Daily Beast Journalism
0.0x Populist Libertarians Culture and Political Economy
0.0x Palladium Magazine Journalism
0.0x Cato Institute Think Tanks
0.0x The Long Now Foundation Culture and Political Economy
0.0x Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
0.0x Recode Journalism
0.0x Works in Progress Culture and Political Economy
0.0x Sutter Hill Ventures Venture Capital
0.0x My Climate Journey Venture Capital
0.0x The Intercept Journalism
0.0x Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
0.0x Benchmark Capital Venture Capital
0.0x Ecomodernists Culture and Political Economy
0.0x RadicalxChange Culture and Political Economy
0.0x Epidemiology Journalism Science
0.0x Degrowth Culture and Political Economy
0.0x Claremont Institute Culture and Political Economy
0.0x Ethereum Crypto
0.0x Village Global Venture Capital
0.0x Earth Institute Think Tanks
0.0x Founders Fund Venture Capital
0.0x Public Goods Funding Crypto
0.0x Khosla Ventures Venture Capital
0.0x Effective Altruism Culture and Political Economy
0.0x Bismark Analysis Culture and Political Economy
0.0x Y Combinator Venture Capital
0.0x Initialized Capital Venture Capital
0.0x Hoover Institution Think Tanks
0.0x Social Epistemology Culture and Political Economy
0.0x Heterodox Academy Culture and Political Economy
0.0x Rationality Culture and Political Economy
0.0x Progress Studies Culture and Political Economy